| Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning | Dec 6, 2022 | Data PoisoningMachine Unlearning | —Unverified | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 |
| HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation | Dec 5, 2022 | DiversityFederated Learning | —Unverified | 0 |
| Privacy-Preserving Visual Localization with Event Cameras | Dec 4, 2022 | Image-Based LocalizationPrivacy Preserving | CodeCode Available | 1 |
| PiPar: Pipeline Parallelism for Collaborative Machine Learning | Dec 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems | Dec 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| On-device Training: A First Overview on Existing Systems | Dec 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Differentially-Private Data Synthetisation for Efficient Re-Identification Risk Control | Dec 1, 2022 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Differentially Private Learning with Per-Sample Adaptive Clipping | Dec 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Deep Clustering based on GAN | Nov 30, 2022 | ClusteringDeep Clustering | —Unverified | 0 |
